N. Denizcan Vanli

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 9

Top Topics

Impulsive Noise

Global Convergence

Nonlinear Regression

Space Partitioning

Top Venues

IEEE Trans. Signal Process.

BigData Congress

Publications

N. Denizcan Vanli, Muhammed O. Sayin, Mohammadreza Mohaghegh Neyshabouri, Huseyin Ozkan, Suleyman Serdar Kozat
Nonlinear regression via incremental decision trees. Pattern Recognit. 86 (2019)
N. Denizcan Vanli, Mert Gürbüzbalaban, Asuman E. Ozdaglar
Global Convergence Rate of Proximal Incremental Aggregated Gradient Methods. SIAM J. Optim. 28 (2) (2018)
Muhammed O. Sayin, N. Denizcan Vanli, Suleyman Serdar Kozat, Tamer Basar
Stochastic Subgradient Algorithms for Strongly Convex Optimization Over Distributed Networks. IEEE Trans. Netw. Sci. Eng. 4 (4) (2017)
N. Denizcan Vanli, Mert Gürbüzbalaban, Asuman E. Ozdaglar
Global convergence rate of incremental aggregated gradient methods for nonsmooth problems. CDC (2016)
Osman Fatih Kiliç, N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Online adaptive hierarchical space partitioning classifier. SIU (2016)
Osman Fatih Kiliç, N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Adaptive hierarchical space partitioning for online classification. EUSIPCO (2016)
Huseyin Ozkan, N. Denizcan Vanli, Suleyman Serdar Kozat
Online Classification via Self-Organizing Space Partitioning. IEEE Trans. Signal Process. 64 (15) (2016)
N. Denizcan Vanli, Sait Tunc, Mehmet A. Donmez, Suleyman Serdar Kozat
Growth optimal investment in discrete-time markets with proportional transaction costs. Digit. Signal Process. 48 (2016)
N. Denizcan Vanli, Kaan Gökcesu, Muhammed O. Sayin, Hikmet Yildiz, Suleyman Serdar Kozat
Sequential Prediction Over Hierarchical Structures. IEEE Trans. Signal Process. 64 (23) (2016)
N. Denizcan Vanli, Mehmet A. Donmez, Suleyman Serdar Kozat
Robust least squares methods under bounded data uncertainties. Digit. Signal Process. 36 (2015)
Muhammed O. Sayin, N. Denizcan Vanli, Ibrahim Delibalta, Suleyman Serdar Kozat
Optimal and Efficient Distributed Online Learning for Big Data. BigData Congress (2015)
N. Denizcan Vanli, Huseyin Ozkan, Ibrahim Delibalta, Suleyman Serdar Kozat
Online Nonlinear Classification for High-Dimensional Data. BigData Congress (2015)
N. Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat
Universal online prediction via order preserving patterns. MLSP (2015)
Muhammed O. Sayin, N. Denizcan Vanli, Ibrahim Delibalta, Suleyman Serdar Kozat
Efficient and distributed tracking of evolving state. MLSP (2015)
N. Denizcan Vanli, Muhammed O. Sayin, Tolga Goze, Suleyman Serdar Kozat
Twice-universal piecewise linear regression via infinite depth context trees. ICASSP (2015)
N. Denizcan Vanli, Muhammed O. Sayin, Ibrahim Delibalta, Suleyman Serdar Kozat
A Scalable Approach for Online Hierarchical Big Data Mining. BigData Congress (2015)
N. Denizcan Vanli, Muhammed O. Sayin, Suleyman Serdar Kozat
Competitive linear MMSE estimation under structured data uncertainties. SIU (2014)
Muhammed O. Sayin, N. Denizcan Vanli, Suleyman Serdar Kozat
Robust set-membership filtering algorithms against impulsive noise. SIU (2014)
N. Denizcan Vanli, Muhammed O. Sayin, Salih Ergüt, Suleyman Serdar Kozat
Comprehensive lower bounds on sequential prediction. EUSIPCO (2014)
Muhammed O. Sayin, N. Denizcan Vanli, Tolga Goze, Suleyman Serdar Kozat
Communication efficient channel estimation over distributed networks. GlobalSIP (2014)
N. Denizcan Vanli, Muhammed O. Sayin, Suleyman Serdar Kozat
Stochastic Subgradient Algorithms for Strongly Convex Optimization over Distributed Networks. CoRR (2014)
N. Denizcan Vanli, Muhammed O. Sayin, Salih Ergüt, Suleyman Serdar Kozat
Piecewise nonlinear regression via decision adaptive trees. EUSIPCO (2014)
N. Denizcan Vanli, Suleyman Serdar Kozat
Sequential nonlinear regression via context trees. SIU (2014)
Muhammed O. Sayin, N. Denizcan Vanli, Suleyman Serdar Kozat
Logarithmic regret bound over diffusion based distributed estimation. ICASSP (2014)
N. Denizcan Vanli, Muhammed O. Sayin, Suleyman Serdar Kozat
Online Piecewise Linear Regression via Infinite Depth Context Trees. CoRR (2014)
Muhammed O. Sayin, N. Denizcan Vanli, Suleyman Serdar Kozat
A Novel Family of Adaptive Filtering Algorithms Based on the Logarithmic Cost. IEEE Trans. Signal Process. 62 (17) (2014)
N. Denizcan Vanli, Muhammed O. Sayin, Hikmet Yildiz, Tolga Goze, Suleyman Serdar Kozat
Energy consumption forecasting via order preserving pattern matching. GlobalSIP (2014)
N. Denizcan Vanli, Suleyman Serdar Kozat
A Comprehensive Approach to Universal Piecewise Nonlinear Regression Based on Trees. IEEE Trans. Signal Process. 62 (20) (2014)
N. Denizcan Vanli, Suleyman Serdar Kozat
A Comprehensive Approach to Universal Nonlinear Regression Based on Trees. CoRR (2013)
Muhammed O. Sayin, N. Denizcan Vanli, Suleyman Serdar Kozat
A Novel Family of Adaptive Filtering Algorithms Based on The Logarithmic Cost. CoRR (2013)
N. Denizcan Vanli, Mehmet A. Donmez, Suleyman Serdar Kozat
Robust LS Equalization Methods for MIMO Systems Under Bounded Model Uncertainties. CoRR (2013)
N. Denizcan Vanli, Suleyman Serdar Kozat
A Unified Approach to Universal Prediction: Generalized Upper and Lower Bounds. CoRR (2013)
Berkan Dulek, N. Denizcan Vanli, Sinan Gezici, Pramod K. Varshney
Optimum Power Randomization for the Minimization of Outage Probability. IEEE Trans. Wirel. Commun. 12 (9) (2013)
Suat Bayram, N. Denizcan Vanli, Berkan Dulek, Ilhan Sezer, Sinan Gezici
Optimum Power Allocation for Average Power Constrained Jammers in the Presence of Non-Gaussian Noise. IEEE Commun. Lett. 16 (8) (2012)
Berkan Dulek, N. Denizcan Vanli, Sinan Gezici
Convexity properties of outage probability under rayleigh fading. SIU (2012)